From Low-Level to High-Level Tasks: Scaling Fine-Tuning with the ANDROIDCONTROL Dataset
Large language models (LLMs) have shown promise in powering autonomous agents that control computer interfaces to accomplish human tasks. However, ...
Tag: scaling
Data Complexity and Scaling Laws in Neural Language Models
In Neural Networks, understanding how to optimize performance with a given computational budget is crucial. More processing power devoted to ...
This Machine Learning Paper from Stanford and the University of Toronto Proposes Observational Scaling Laws: Highlighting the Surprising Predictability of Complex Scaling Phenomena
Language models (LMs) are a cornerstone of artificial intelligence research, focusing on the ability to understand and generate human language. ...
This Machine Learning Research Introduces Mechanistic Architecture Design (Mad) Pipeline: Encompassing Small-Scale Capability Unit Tests Predictive of Scaling Laws
Creating deep learning architectures requires a lot of resources because it involves a large design space, lengthy prototyping periods, and ...
Scaling customer experiences with data and AI
Andy: Yeah, it\'s a great question. I think today artificial intelligence is certainly capturing all of the buzz, but what ...
This Paper Reveals Insights from Reproducing OpenAIâs RLHF (Reinforcement Learning from Human Feedback) Work: Implementation and Scaling Explored
In recent years, there has been an enormous development in pre-trained large language models (LLMs). These LLMs are trained to ...
Ethereum’s Blobs: A Milestone in Scaling and Future Development, According to Vitalik Buterin
Ethereum co-founder Vitalik Buterin discusses the activation of the Dencun hard fork and the impact of blobs on the ecosystem, ...
Mysten Labs Technology Prototype on Sui Provides First Proof of Elastic Blockchain Scaling – Blockchain News, Opinion, TV and Jobs
Palo Alto, California, March 20th, 2024, Chainwire Pilotfish, a prototype Sui extension, was able to grow smart contract execution throughput ...
Budget-Friendly Data Analysis Tools for Small and Scaling Businesses
While data analysis may have been reserved for huge corporations with large budgets in the past, today, it’s more accessible ...
Scaling transformers for graph-structured data – Google Research Blog
Posted by Ameya Velingker, Research Scientist, Google Research, and Balaji Venkatachalam, Software Engineer, Google Graphs, in which objects and their ...
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